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Frequent, infinitesimal bottlenecks maximize the rate of microbial adaptation

Serial passaging is a fundamental technique in experimental evolution. The choice of bottleneck severity and frequency poses a dilemma: longer growth periods allow beneficial mutants to arise and grow over more generations, but simultaneously necessitate more severe bottlenecks with a higher risk of...

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Autores principales: Delaney, Oscar, Letten, Andrew D, Engelstädter, Jan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10697810/
https://www.ncbi.nlm.nih.gov/pubmed/37804525
http://dx.doi.org/10.1093/genetics/iyad185
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author Delaney, Oscar
Letten, Andrew D
Engelstädter, Jan
author_facet Delaney, Oscar
Letten, Andrew D
Engelstädter, Jan
author_sort Delaney, Oscar
collection PubMed
description Serial passaging is a fundamental technique in experimental evolution. The choice of bottleneck severity and frequency poses a dilemma: longer growth periods allow beneficial mutants to arise and grow over more generations, but simultaneously necessitate more severe bottlenecks with a higher risk of those same mutations being lost. Short growth periods require less severe bottlenecks, but come at the cost of less time between transfers for beneficial mutations to establish. The standard laboratory protocol of 24-h growth cycles with severe bottlenecking has logistical advantages for the experimenter but limited theoretical justification. Here we demonstrate that contrary to standard practice, the rate of adaptive evolution is maximized when bottlenecks are frequent and small, indeed infinitesimally so in the limit of continuous culture. This result derives from revising key assumptions underpinning previous theoretical work, notably changing the metric of optimization from adaptation per serial transfer to per experiment runtime. We also show that adding resource constraints and clonal interference to the model leaves the qualitative results unchanged. Implementing these findings will require liquid-handling robots to perform frequent bottlenecks, or chemostats for continuous culture. Further innovation in and adoption of these technologies has the potential to accelerate the rate of discovery in experimental evolution.
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spelling pubmed-106978102023-12-06 Frequent, infinitesimal bottlenecks maximize the rate of microbial adaptation Delaney, Oscar Letten, Andrew D Engelstädter, Jan Genetics Brief Investigation Serial passaging is a fundamental technique in experimental evolution. The choice of bottleneck severity and frequency poses a dilemma: longer growth periods allow beneficial mutants to arise and grow over more generations, but simultaneously necessitate more severe bottlenecks with a higher risk of those same mutations being lost. Short growth periods require less severe bottlenecks, but come at the cost of less time between transfers for beneficial mutations to establish. The standard laboratory protocol of 24-h growth cycles with severe bottlenecking has logistical advantages for the experimenter but limited theoretical justification. Here we demonstrate that contrary to standard practice, the rate of adaptive evolution is maximized when bottlenecks are frequent and small, indeed infinitesimally so in the limit of continuous culture. This result derives from revising key assumptions underpinning previous theoretical work, notably changing the metric of optimization from adaptation per serial transfer to per experiment runtime. We also show that adding resource constraints and clonal interference to the model leaves the qualitative results unchanged. Implementing these findings will require liquid-handling robots to perform frequent bottlenecks, or chemostats for continuous culture. Further innovation in and adoption of these technologies has the potential to accelerate the rate of discovery in experimental evolution. Oxford University Press 2023-10-07 /pmc/articles/PMC10697810/ /pubmed/37804525 http://dx.doi.org/10.1093/genetics/iyad185 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of The Genetics Society of America. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Brief Investigation
Delaney, Oscar
Letten, Andrew D
Engelstädter, Jan
Frequent, infinitesimal bottlenecks maximize the rate of microbial adaptation
title Frequent, infinitesimal bottlenecks maximize the rate of microbial adaptation
title_full Frequent, infinitesimal bottlenecks maximize the rate of microbial adaptation
title_fullStr Frequent, infinitesimal bottlenecks maximize the rate of microbial adaptation
title_full_unstemmed Frequent, infinitesimal bottlenecks maximize the rate of microbial adaptation
title_short Frequent, infinitesimal bottlenecks maximize the rate of microbial adaptation
title_sort frequent, infinitesimal bottlenecks maximize the rate of microbial adaptation
topic Brief Investigation
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10697810/
https://www.ncbi.nlm.nih.gov/pubmed/37804525
http://dx.doi.org/10.1093/genetics/iyad185
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